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The health information management workforce: Looking to the future. 健康信息管理队伍:展望未来。
Pub Date : 2025-05-01 Epub Date: 2024-12-11 DOI: 10.1177/18333583241303635
Sallyanne Wissmann, Joan Henderson, Kerin Robinson
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引用次数: 0
Using personal health records for medication continuity during transition of care: An observational study. 在护理过渡期间使用个人健康记录保持用药连续性:观察研究。
Pub Date : 2025-05-01 Epub Date: 2024-08-26 DOI: 10.1177/18333583241270215
Martina Francis, Peter Francis, Meredith Makeham, Melissa T Baysari, Asad E Patanwala, Jonathan Penm

Background: National Personal Health Records (PHRs) have been proposed to improve the transfer of medication-related information during transition of care. Objective: To evaluate the concordance between the medications captured in the Australian national PHR, My Health Record (MyHR), and the pharmacist obtained best possible medication history (BPMH) for patients upon hospital admission. Method: This prospective observational study used a convenience sample of hospital patients. For newly admitted patients, the investigating pharmacist obtained a BPMH and then compared it to the medication list captured in MyHR. Upon comparison, the medications were categorised into either complete match, partial match or mismatch. Medications with a complete or partial match were grouped together. Medications with deviations were then assessed for risk based on their potential consequence, and reported descriptively. A multivariable logistic regression was conducted to assess the factors associated with a drug being mismatched. Results: A total of 82 patients were recruited, with a cumulative total of 1,207 medications documented. Of the 1,207 medications, 714 (59.2%) medications were documented as a complete/partial match. The remaining 493 (40.8%) medications were mismatched. Of the 493 mismatched medications, 442 (89.7%) were deemed low-risk deviations and 51 (10.3%) were deemed high-risk. A medication was more likely to be mismatched, rather than completely/partially matched, if it was a regular non-prescription medication, or "when-required" prescription medication, or "when required" non-prescription medication, or if it was administered parenterally. Conclusion: National PHRs may be a secondary source to either confirm a patient's medication history or be used as a starting point for a BPMH.

背景:国家个人健康记录(PHR)被提议用于改善护理过渡期间药物相关信息的传输。目的评估澳大利亚国家个人健康记录 "我的健康记录"(MyHR)中记录的药物与药剂师为入院患者获取的最佳用药史(BPMH)之间的一致性。研究方法这项前瞻性观察研究采用方便抽样的方式对医院患者进行调查。对于新入院的患者,负责调查的药剂师会获取最佳用药史,然后将其与 MyHR 中记录的药物清单进行比较。比较后,药物被分为完全匹配、部分匹配或不匹配。完全匹配或部分匹配的药品被归为一类。然后根据其潜在后果对存在偏差的药物进行风险评估,并进行描述性报告。进行了多变量逻辑回归,以评估与药物不匹配相关的因素。结果共招募了 82 名患者,累计记录了 1,207 种药物。在这 1207 种药物中,有 714 种(59.2%)药物记录为完全/部分匹配。其余 493 种(40.8%)药物不匹配。在这 493 种不匹配的药物中,442 种(89.7%)被认为是低风险偏差,51 种(10.3%)被认为是高风险偏差。如果药物是常规非处方药,或 "需要时 "处方药,或 "需要时 "非处方药,或经肠道给药,则更有可能不匹配,而不是完全/部分匹配。结论全国个人健康记录可作为确认患者用药史的辅助来源,或作为 BPMH 的起点。
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引用次数: 0
Use of family planning information by primary healthcare clinic managers in South Africa. 南非初级保健诊所管理人员使用计划生育信息的情况。
Pub Date : 2025-05-01 Epub Date: 2024-03-18 DOI: 10.1177/18333583241231993
Sophy Mogatlogedi Moloko, Mokholelana Margaret Ramukumba

Background: Routine family planning data in South Africa are managed using a routine health information system, which facilitates data collection, storage, processing, presentation and dissemination. Healthcare providers generate data daily as they carry out their duties. The information generated should be used for planning and evaluating health program performance and policy development.

Objective: To explore the use of family planning information by primary healthcare (PHC) clinic managers in South Africa.

Method: A qualitative descriptive exploratory study was carried out in 11 PHC clinics in Tshwane District. Individual semi-structured interviews were conducted with 11 clinic managers. The data were analysed using a thematic analysis approach.

Results: Managers used the information to disseminate performance and feedback, monitor the program's performance and make decisions to improve the family planning service. However, they experienced challenges that hampered the effective use of the information.

Conclusion: The use of family planning information is critical for improving the performance of the program. The clinics need sufficient skilled healthcare providers who are able to provide comprehensive family planning and generate accurate and reliable information that can be used to improve the service. Collaboration between the private and public sectors is critical in monitoring the program's performance.

背景:南非的常规计划生育数据是通过常规医疗信息系统进行管理的,该系统有助于数据的收集、存储、处理、展示和传播。医疗服务提供者在履行职责时每天都会生成数据。所生成的信息应被用于规划和评估医疗项目的绩效和政策制定:探讨南非初级医疗保健(PHC)诊所管理人员对计划生育信息的使用情况:方法:在茨瓦内区的 11 家初级保健诊所开展了一项定性描述探索性研究。对 11 名诊所管理人员进行了个人半结构化访谈。研究采用主题分析法对数据进行了分析:结果:管理人员利用这些信息来传播绩效和反馈信息,监督计划的执行情况,并做出改进计划生育服务的决策。然而,他们也遇到了一些挑战,阻碍了信息的有效利用:结论:计划生育信息的使用对于提高计划的绩效至关重要。诊所需要有足够的技术熟练的医护人员,能够提供全面的计划生育服务,并生成准确可靠的信息,用于改善服务。私营和公共部门之间的合作对于监测计划的执行情况至关重要。
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引用次数: 0
Factors influencing the use of big data within healthcare services: a systematic review. 在医疗服务中使用大数据的影响因素:系统综述。
Pub Date : 2025-05-01 Epub Date: 2024-08-21 DOI: 10.1177/18333583241270484
Mohsen Khosravi, Seyyed Morteza Mojtabaeian, Zahra Zare

Background: The emergence of big data holds the promise of aiding healthcare providers by identifying patterns and converting vast quantities of data into actionable insights facilitating the provision of precision medicine and decision-making. Objective: This study aimed to investigate the factors influencing use of big data within healthcare services to facilitate their use. Method: A systematic review was conducted in February 2024, adhering to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Database searches for articles published between 01 January 2020 and 18 February 2024 and included PubMed, Scopus, ProQuest and Cochrane Library. The Authority, Accuracy, Coverage, Objectivity, Date, Significance ( AACODS) checklist was used to evaluate the quality of the included articles. Subsequently, a thematic analysis was conducted on the findings of the review, using the Boyatzis approach. Results: A final selection of 46 studies were included in this systematic review. A significant proportion of these studies demonstrated acceptable quality, and the level of bias was deemed satisfactory. Thematic analysis identified seven major themes that influenced the use of big data in healthcare services. These themes were grouped into four primary categories: performance expectancy, effort expectancy, social influence, and facilitating conditions. Factors associated with "effort expectancy" were the most highly cited in the included studies (67%), while those related to "social influence" received the fewest citations (15%). Conclusion: This study underscored the critical role of "effort expectancy" factors, particularly those under the theme of "data complexity and management," in the process of using big data in healthcare services. Implications: Results of this study provide groundwork for future research to explore facilitators and barriers to using big data in health care, particularly in relation to data complexity and the efficient and effective management of big data, with significant implications for healthcare administrators and policymakers.

背景:大数据的出现有望帮助医疗服务提供者识别模式,并将大量数据转化为可操作的见解,从而促进精准医疗和决策的提供。研究目的本研究旨在调查影响医疗服务机构使用大数据的因素,以促进大数据的使用。方法:本研究于 2008 年 2 月进行了一项系统性综述:根据《系统综述和元分析首选报告项目》指南,于 2024 年 2 月进行了系统综述。在数据库中搜索了 2020 年 1 月 1 日至 2024 年 2 月 18 日期间发表的文章,包括 PubMed、Scopus、ProQuest 和 Cochrane Library。采用权威性、准确性、覆盖性、客观性、日期、重要性(AACODS)核对表对纳入文章的质量进行评估。随后,采用博雅茨方法对综述结果进行了专题分析。结果本系统综述最终纳入了 46 项研究。其中很大一部分研究的质量可以接受,偏倚程度也令人满意。主题分析确定了影响医疗保健服务中大数据使用的七大主题。这些主题主要分为四类:绩效预期、努力预期、社会影响和有利条件。在纳入的研究中,与 "努力预期 "相关的因素被引用的次数最多(67%),而与 "社会影响 "相关的因素被引用的次数最少(15%)。结论本研究强调了 "努力预期 "因素,尤其是 "数据复杂性和管理 "主题下的因素,在医疗保健服务中使用大数据过程中的关键作用。意义:本研究的结果为今后探索在医疗保健中使用大数据的促进因素和障碍的研究奠定了基础,尤其是与数据复杂性和高效、有效地管理大数据有关的因素,对医疗保健管理者和政策制定者具有重要意义。
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引用次数: 0
Researchers' perceptions of the trustworthiness, for reuse purposes, of government health data in Victoria, Australia: Implications for policy and practice. 澳大利亚维多利亚州研究人员对政府卫生数据再利用可信度的看法:对政策和实践的影响。
Pub Date : 2025-05-01 Epub Date: 2024-07-24 DOI: 10.1177/18333583241256049
Merilyn Riley, Monique F Kilkenny, Kerin Robinson, Sandra G Leggat

In 2022 the Australian Data Availability and Transparency Act (DATA) commenced, enabling accredited "data users" to access data from "accredited data service providers." However, the DATA Scheme lacks guidance on "trustworthiness" of the data to be utilised for reuse purposes. Objectives: To determine: (i) Do researchers using government health datasets trust the data? (ii) What factors influence their perceptions of data trustworthiness? and (iii) What are the implications for government and data custodians? Method: Authors of published studies (2008-2020) that utilised Victorian government health datasets were surveyed via a case study approach. Twenty-eight trust constructs (identified via literature review) were grouped into data factors, management properties and provider factors. Results: Fifty experienced health researchers responded. Most (88%) believed that Victorian government health data were trustworthy. When grouped, data factors and management properties were more important than data provider factors in building trust. The most important individual trust constructs were: "compliant with ethical regulation" (100%) and "monitoring privacy and confidentiality" (98%). Constructs of least importance were knowledge of "participant consent" (56%) and "major focus of the data provider was research" (50%). Conclusion: Overall, the researchers trusted government health data, but data factors and data management properties were more important than data provider factors in building trust. Implications: Government should ensure the DATA Scheme incorporates mechanisms to validate those data utilised by accredited data users and data providers have sufficient quality (intrinsic and extrinsic) to meet the requirements of "trustworthiness," and that evidentiary documentation is provided to support these "accredited data."

2022 年,《澳大利亚数据可用性和透明度法案》(DATA)开始实施,使经认可的 "数据用户 "能够从 "经认可的数据服务提供商 "处获取数据。然而,DATA 计划缺乏对用于再利用目的的数据的 "可信度 "的指导。目标:确定:(i) 使用政府卫生数据集的研究人员是否信任这些数据?(ii) 哪些因素会影响他们对数据可信度的看法? (iii) 对政府和数据保管人有何影响?研究方法:通过案例研究的方法,对使用维多利亚州政府卫生数据集的已发表研究(2008-2020 年)的作者进行了调查。28 个信任结构(通过文献综述确定)被归类为数据因素、管理属性和提供者因素。结果:50 名经验丰富的卫生研究人员做出了回应。大多数人(88%)认为维多利亚州政府的健康数据值得信赖。在建立信任方面,数据因素和管理属性比数据提供者因素更重要。最重要的个人信任因素是"符合道德规范"(100%)和 "监控隐私和保密性"(98%)。最不重要的因素是对 "参与者同意"(56%)和 "数据提供者的主要重点是研究"(50%)的了解。结论总体而言,研究人员信任政府健康数据,但在建立信任方面,数据因素和数据管理属性比数据提供者因素更重要。影响:政府应确保 DATA 计划纳入相关机制,以验证经认可的数据用户和数据提供者所使用的数据具有足够的质量(内在和外在),以满足 "可信度 "的要求,并提供证据文件来支持这些 "经认可的数据"。
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引用次数: 0
Work-integrated learning for health information management students: Lessons learned from literature, and experiences of supervisors and students on virtual or remote placements. 卫生信息管理专业学生的工作一体化学习:从文献中汲取的教训,以及虚拟或远程实习的导师和学生的经验。
Pub Date : 2025-05-01 Epub Date: 2024-01-26 DOI: 10.1177/18333583241227002
Natasha Prasad, Madeleine Maloof, Stephanie Gjorgioski, Merilyn Riley

Background: Traditionally, health placements have required practical in-person learning, including placements completed by health information management (HIM) students. COVID-19 made in-person healthcare placements largely unviable. Alternative virtual/remote placements were required.

Aims: (1) Explore the experiences of virtual/remote placements for HIM students and their supervisors; (2) Compare these experiences to the literature on barriers and facilitators for virtual/remote placement and (3) Develop best practice guidelines for the delivery of virtual/remote placements for HIM students.

Method: A cross-sectional survey asked final-year HIM placement students and their supervisors about their virtual/remote placement experiences in 2021. Survey findings were compared to 10 barriers and facilitators for remote/virtual placements identified in the literature.

Results: Students were challenged by autonomous virtual/remote placements but enjoyed their flexibility. A work schedule provides placement structure to students. The use of technology was embraced although unfamiliarity with video-conferencing software prior to placement was an issue for some students. The most common method of student-supervisor communication was email. However, students missed casual corridor conversations. The importance of maintaining a community of practice was reported in the literature and confirmed by students. Most students preferred undertaking a virtual/remote placement rather than delaying graduation. The majority of supervisors reported complete satisfaction with the placement students' performance.

Conclusion: Virtual/remote placements were a viable option for HIM students when in-person placements were impossible. Students required a work-based schedule, appropriate information technology, a dedicated workspace, familiarity with communication technologies, good communication channels with their supervisors and a supportive 'community of practice'. HIM supervisors were satisfied with virtual/remote methods of placement delivery.

背景:传统上,医疗实习要求学生亲自进行实践学习,包括由健康信息管理 (HIM) 学生完成的实习。COVID-19 使面对面的医疗实习基本不可行。目的:(1) 探讨健康信息管理专业学生及其导师的虚拟/远程实习经验;(2) 将这些经验与有关虚拟/远程实习的障碍和促进因素的文献进行比较;(3) 制定健康信息管理专业学生虚拟/远程实习的最佳实践指南:一项横向调查询问了 2021 年最后一年 HIM 实习学生及其导师的虚拟/远程实习经历。调查结果与文献中确定的远程/虚拟实习的 10 个障碍和促进因素进行了比较:结果:学生在自主虚拟/远程实习中遇到了挑战,但也享受到了其灵活性。工作时间表为学生提供了实习结构。虽然有些学生在实习前不熟悉视频会议软件是个问题,但技术的使用还是得到了欢迎。学生与导师之间最常用的交流方式是电子邮件。不过,学生们也很怀念走廊上的闲聊。文献报道了保持实践社区的重要性,学生们也证实了这一点。大多数学生倾向于进行虚拟/远程实习,而不是推迟毕业。大多数导师对实习学生的表现表示完全满意:虚拟/远程实习是 HIM 学生在无法亲自实习时的一种可行选择。学生需要一个基于工作的时间表、适当的信息技术、专用的工作空间、熟悉通信技术、与导师良好的沟通渠道以及一个支持性的 "实践社区"。HIM 主管对虚拟/远程实习方法表示满意。
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引用次数: 0
Medical record-keeping educational interventions for medical students and residents: a systematic review. 针对医学生和住院医师的病历保存教育干预:系统综述。
Pub Date : 2025-05-01 Epub Date: 2024-08-13 DOI: 10.1177/18333583241269031
Emre Emekli, Özlem Coşkun, Işıl İrem Budakoğlu

Background: Medical records, encompassing patient histories, progress notes, and more, play a crucial role in patient care and treatment, healthcare communication, medico-legal matters, and supporting financial documentation.

Objective: Despite their significance, literature suggests inconsistencies in record quality and insufficient formal medical record-keeping education for medical students and residents. The study aimed to identify and evaluate the effectiveness of educational interventions by conducting a systematic review.

Method: A literature search covering 2003-2023 and review following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was undertaken.

Results: The literature search identified 44 relevant studies for inclusion. Educational methods, including lectures, feedback, workshops and discussions, addressed different components of the clinical record. The review revealed positive impacts on participant satisfaction, skills and attitudes related to record-keeping. However, some studies reported no significant positive outcomes, emphasising the need for higher-level evidence. Most studies adopted a single-group pretest-posttest design, presenting challenges in control group implementation. The Kirkpatrick evaluation levels were primarily at level 2, with few studies reaching level 3. The absence of studies at level 4 suggested the need for more robust evidence. Studies targeted medical residents more frequently than medical students, with a lack of interventions during the first year of medical education.

Conclusion: Despite limitations including language bias and methodological variations, the review revealed diverse educational strategies and highlighted the necessity for more randomised controlled trials and studies providing higher-level evidence to enhance clinical record-keeping skills among medical students and residents.

Implications: Medical record-keeping educational interventions can significantly improve the documentation skills of medical students and residents, thereby enhancing patient care, communication and medico-legal compliance.

背景:病历包括患者病史、病程记录等,在患者护理和治疗、医疗沟通、医疗法律事务以及财务文件支持等方面发挥着至关重要的作用:尽管病历意义重大,但有文献表明,病历质量参差不齐,对医学生和住院医师的正规病历保存教育不足。本研究旨在通过系统性综述来确定和评估教育干预措施的有效性:方法:对 2003-2023 年的文献进行了检索,并根据《系统综述和元分析首选报告项目》指南进行了审查:结果:文献检索确定了 44 项相关研究。教育方法包括讲座、反馈、研讨会和讨论,涉及临床记录的不同组成部分。综述显示,这些方法对参与者的满意度、技能以及保存记录的态度都有积极影响。然而,一些研究报告称没有明显的积极效果,这就强调了需要更高层次的证据。大多数研究采用了单组前测后测设计,这给对照组的实施带来了挑战。柯克帕特里克评估等级主要是第 2 级,达到第 3 级的研究很少。没有达到 4 级的研究表明需要更有力的证据。针对住院医师的研究多于针对医学生的研究,缺乏对医学教育第一年的干预:尽管存在语言偏差和方法差异等局限性,但综述揭示了多种教育策略,并强调有必要开展更多随机对照试验和研究,提供更高级别的证据,以提高医学生和住院医师的临床记录保存技能:医学记录保存教育干预措施可显著提高医学生和住院医师的记录技能,从而加强患者护理、沟通和医疗法律合规性。
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引用次数: 0
Enhancing the quality of medicine handover at hospital discharge: a priority setting workshop. 提高出院时药品交接质量:确定工作重点研讨会。
Pub Date : 2025-05-01 Epub Date: 2024-08-14 DOI: 10.1177/18333583241269025
H Laetitia Hattingh, Kate Johnston, Matt Percival, Carl de Wet, Salim Memon, Rachael Raleigh, Mark A Morgan, Noela Baglot, Brigid M Gillespie

Background: When a patient is discharged from hospital it is essential that their general practitioner (GPs) and community pharmacist are informed of changes to their medicines. This necessitates effective communication and information-sharing between hospitals and primary care clinicians.

Objective: To identify priority medicine handover issues and solutions to inform the co-design and development of a multifaceted intervention.

Method: A modified nominal group technique was used to reach consensus on medicine handover priority areas. The first hour of an interactive 2-hr workshop focused on ranking pre-identified issues drawn from literature. In the second hour, participants identified solutions that they then ranked from highest to lowest priority through an online platform. Descriptive statistics were used to analyse workshop data.

Results: In total 32 participants attended the workshop including hospital doctors (n = 8, 25.0%), GPs and hospital pharmacists (n = 6 each, 18.8%), consumers and community pharmacists (n = 4 each, 12.5%), and both hospital and aged care facility nurses (n = 2 each 6.3%). From the list of 23 issues, the highest ranked issue was high workload and time pressures impacting the discharge process (22/32). From the list of 36 solutions, the participants identified two solutions that were equally ranked highest (12/27 each). They were mandating that patients leave hospital with a discharge summary, including medication reconciliation information and, developing an integrated information technology system where medication summary and notes are accessible for primary, secondary and tertiary health provider.

Conclusion: The consensus process highlighted challenges in hospital procedures where potential solutions may be implemented through co-design of a multifaceted intervention to improve medicine handover quality.

背景:当病人出院时,他们的全科医生(GPs)和社区药剂师必须了解他们的用药变化。这就需要医院和初级保健临床医生之间进行有效的沟通和信息共享:确定药品交接的重点问题和解决方案,为共同设计和开发多方面干预措施提供信息:方法:采用改良的名义小组技术,就药品交接优先领域达成共识。在为期 2 小时的互动研讨会中,第一小时的重点是对从文献中预先确定的问题进行排序。在第二个小时中,与会者确定了解决方案,然后通过在线平台从优先级最高到最低进行排序。研讨会数据采用描述性统计方法进行分析:共有 32 人参加了研讨会,其中包括医院医生(8 人,占 25.0%)、全科医生和医院药剂师(各 6 人,占 18.8%)、消费者和社区药剂师(各 4 人,占 12.5%)以及医院和养老机构护士(各 2 人,占 6.3%)。在 23 个问题中,排名最高的问题是影响出院程序的高工作量和时间压力(22/32)。在 36 个解决方案中,参与者发现了两个排名同样最高的解决方案(各占 12/27)。这两个解决方案分别是:规定患者出院时必须携带一份出院摘要,其中包括用药核对信息;开发一个综合信息技术系统,使一级、二级和三级医疗服务提供者都能查阅用药摘要和注意事项:结论:达成共识的过程凸显了医院程序中存在的挑战,可通过共同设计多方面的干预措施来实施潜在的解决方案,以提高药品交接质量。
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引用次数: 0
Is source data verification a valid tool to improve data quality of tumour documentation data? A critical assessment. 源数据验证是提高肿瘤文档数据质量的有效工具吗?一个关键的评估。
Pauline Hubert, Julia Kasprzak, Lara Kazmaier, Lisa Knaier, Theres Fey, Volker Heinemann, Daniel Nasseh

Background: Accurate documentation of tumours presents significant opportunities for advancing cancer research and improving patient care, yet it also poses challenges for healthcare management.

Objective: This study aimed to assess the effectiveness and resource implications of source data verification (SDV) in enhancing the quality of tumour documentation data, focusing on accuracy, completeness and correctness.

Method: Using tumour documentation data from a large German University Hospital, an SDV was conducted by an external audit group (group RE), comparing the data initially documented by the centre's tumour documentalists (group TD) to available source documents for the years 2016-2020. The analysis set comprised 240 cases, with exemplary data fields strategically selected across various organ entities and other tumour features. Identified errors were cross-validated by a third group (group CO).

Results: Visualisations depicted error frequencies by diagnosis year and organ entity. Potential errors were identified, providing feedback to the tumour documentation unit. However, uncertainties in error identification raised questions about the efficacy of SDV.

Conclusion: While effective in identifying errors, SDV faced challenges due to ambiguous source data and potential bias from external auditors, as well as being deemed uneconomical. The study suggests SDVs suitability for small sample validation but questions its scalability for large datasets.Implications for health information management:Alternative methods, such as data exchange interfaces to subsystems or plausibility checks, are recommended for enhancing data quality. This study emphasises the need to explore alternatives for improving data quality in tumour documentation.

背景:肿瘤的准确记录为推进癌症研究和改善患者护理提供了重要的机会,但它也对医疗保健管理提出了挑战。目的:本研究旨在评估源数据验证(SDV)在提高肿瘤文献数据质量方面的有效性和资源意义,重点关注准确性、完整性和正确性。方法:使用来自德国一家大型大学医院的肿瘤文件数据,由外部审计组(RE组)进行SDV,将该中心肿瘤文件学家(TD组)最初记录的数据与2016-2020年的可用源文件进行比较。分析集包括240例病例,具有跨各种器官实体和其他肿瘤特征战略性选择的示例数据字段。鉴定出的错误由第三组(CO组)进行交叉验证。结果:可视化显示了诊断年份和器官实体的错误频率。潜在的错误被识别出来,并向肿瘤文档单位提供反馈。然而,错误识别的不确定性引发了对SDV有效性的质疑。结论:虽然SDV在识别错误方面是有效的,但由于源数据不明确和外部审计师的潜在偏见,以及被认为不经济,SDV面临着挑战。该研究表明sdv适用于小样本验证,但质疑其在大数据集上的可扩展性。对健康信息管理的影响:建议使用其他方法,例如子系统的数据交换接口或合理性检查,以提高数据质量。这项研究强调需要探索替代方案,以提高肿瘤文件的数据质量。
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引用次数: 0
Developing a minimum dataset for smart aged care service platforms in China. 开发中国智能养老服务平台的最小数据集。
Tianchang Liu, Xiaoyu Zhang, Xiaokang Song, Qinghua Zhu

Background: While the smart aged care service platform in China significantly enhances aged care services in China by integrating resources, it struggles with "data silo" issues due to the absence of data standards, leading to poor data integration, limited data-sharing and fragmented system functions. Objective: The study aimed to develop a minimum dataset (MDS) for smart aged care service platforms that constitutes core data to support real-time demand analysis and cross-regional cooperation, as well as to provide a foundation for the construction of a smart aged care data resource framework. Method: The study was developed in three phases: (1) bidding documents, policies, standards and literature were collected; (2) by analysing the content of the documents, the study constructed the structure of the MDS and extracted data elements afterward; and (3) a two-round Delphi process with 26 specialists was subsequently performed to revise the draft, and 24 institution staff invited to review and determine the MDS prototype. Results: Smart aged care service platforms included three types of users: older adults and their families; aged care organisations and regulatory authorities. The final MDS contained 122 items (26 optional items) with 6 first-level categories and 17 second-level categories. The most recognised sub-categories were nursing diagnosis, demographics and medical history. The data of government regulatory agencies was also important. Conclusion: The developed MDS provides a standardised framework for data integration and sharing in smart aged-care service platforms. Implications for health information management: The MDS can enhance data quality, facilitate personalised care, support evidence-based decision-making and promote research and innovation in aged care.

背景:中国智慧养老服务平台通过整合资源,显著提升了中国养老服务水平,但由于缺乏数据标准,存在“数据孤岛”问题,导致数据集成度差,数据共享受限,系统功能碎片化。目的:开发智慧养老服务平台的最小数据集(MDS),构成支撑实时需求分析和跨区域合作的核心数据,为构建智慧养老数据资源框架提供基础。方法:研究分三个阶段展开:(1)收集招标文件、政策、标准和文献;(2)通过对文献内容的分析,构建MDS的结构,提取数据元素;(3)随后对26名专家进行了两轮德尔菲过程,以修改草案,并邀请24名机构工作人员审查和确定MDS原型。结果:智慧养老服务平台包含三类用户:老年人及其家庭;老年护理机构和监管机构。最终MDS包含122个项目(可选项目26个),其中一级类目6个,二级类目17个。最常见的分类是护理诊断、人口统计和病史。政府监管机构的数据也很重要。结论:开发的MDS为智能养老服务平台的数据集成与共享提供了一个标准化的框架。对卫生信息管理的影响:MDS可以提高数据质量,促进个性化护理,支持循证决策,促进老年护理的研究和创新。
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Health information management : journal of the Health Information Management Association of Australia
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